IIIT Hyderabad: Post Graduate Certificate in Software Engineering for Data Science

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Why choose this Program?

Comprehensive Curriculum
  • 150+ learning hours with Online content and Live Online Teaching by IIIT Hyderabad faculty and industry experts
  • Uniquely crafted learning experience that blends the best of academic excellence and industry applications
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Learn from the best
  • Learn from the world class faculty at IIIT Hyderabad and Industry Experts
  • Personalised and interactive learning experience with live online teaching from faculty and industry experts.
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Post Graduate program from IIIT Hyderabad
  • Showcase your expertise and credibility with a post graduate certificate from IIIT-Hyderabad
  • Get IIIT Hyderabad Alumni Status
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Working Professional
PG Certificate from IIIT Hyderabad
Industry Project
150+ learning hours with Live online teaching
Salary Hike
Career opportunities with 3100+ Hiring Companies

Curriculum

The program enables participants to gain an in-depth understanding of data science and software systems that are widely used by companies. It takes a very practical approach to impart industry-relevant skills, and enables participants to become job-ready.

Pre-requisites
Python for Data Science
  • Numpy, Pandas, Visualization, EDA
Introduction to AIML
  • Supervised Learning - Linear Models, Decision Trees, Ensemble Models
  • Introduction to Deep Learning, Neural Networks
  • Introduction to NLP
Hackathon
Software Engineering for Data Science
Software Engineering and Data Science
  • SE for AI
  • SE Development Methods
  • Data Pipelines, Model Pipelines, and ML pipelines
Data Engineering
  • Structured and Unstructured Data
  • Databases to store and querying Unstructured data (MongoDB and Cassandra, GraphDB)
  • Data – Discovery, Catalogue, Lineage, Governance and Quality
  • Dimensionality reduction (LDA and PCA)
  • Synthetic data (SDV) and data versioning (DVC)
Engineering for Cloud
  • Cloud computing:- Virtualization and Usage of virtual machines
  • Docker, Container, and Kubernetes
  • Distributed Systems
  • Hadoop file system, MapReduce
  • Big data Pipeline
  • Spark and Kafka
Hackathon
Designing Intelligent Systems
  • Requirements, Architecture and Design Patterns
  • Model Quality, Data Quality, System Quality
  • Software Engineering Architecture and Design, Microservices
  • AIOps, DataOps, MLOps
Qualities in Intelligent Systems
  • NFR qualities in context to Data Science Applications:- Modularity, Reproducability
  • Qualities in intelligent systems:- Completeness, Consistency and Correctness of Data, Explainability, Interpretability, Fairness, Bias
  • Secure Software Engineering:- Security and Privacy, Cryptosystems, RSA, Web Applications Vulnerabilities
  • Intelligent User Interfaces
Capstone Project

You will design a complete solution to demonstrate end-to-end pipeline for an Intelligent System under industry experts’ guidance. Successful completion of the project will earn you a Post Graduate Certificate in Software Engineering for Data Science.

Languages and Tools covered

program logos and many more...

Great Learning Advantage: A unique learning experience

Learn from a comprehensive curriculum taught by world-class faculty. Get guidance on your learning journey, and access dedicated career support.

DESIGNED FOR WORKING PROFESSIONALS & STUDENTS

Live interactive Virtual Classes

  • Live Weekend Online sessions with IIIT Hyderabad Faculty & Industry experts
  • Hands-on exposure through Industry oriented projects

STRUCTURED PROGRAM WITH GUIDANCE

Personalised attention and Program support

  • Dedicated program manager to solve your queries
  • Mentorship from experts to gain industry insights
  • Interact with peers to grow your professional network.

NETWORK WITH PEERS AND EXPERTS

GL Confluence - Interact and learn from Great Learning Community

  • A chance to interact with all past learners and share success stories
  • Meet with the faculty and mentors and explore career opportunities
  • Network with the larger Great Learning community consisting of entrepreneurs, directors, architects, senior professionals across leading organisations

GL Excelerate - Career Support

GL Excelerate is a career support program designed exclusively for our learners. We aim to empower our learners with everything they need to succeed in their careers.

3100+

Leading organizations hire our alumni

  • 3100+ Leading organizations hire our alumni
Recruitment
Recruitment

Exclusive recruitment drives

Attend Great Learning job fairs organised regularly

Curated Jobs
Curated Jobs

Access to curated jobs

Access a list of jobs relevant to your experience and domain.

Interview Preperation
Interview Preperation

Interview preparation

Workshop to help you prepare for technical interviews conducted by industry experts.

Mentorship
Mentorship

Career mentorship

Get an expert career mentor personalised to your experience and industry.

Our alumni are working in over 3100+ companies

nielsen
cognizant
latentview
lowes
L&T
tech mahindra
hsbc
uber
mercedes
mahindra
american express
capgemini
medlife
infosys
tata power
nielsen
cognizant
latentview
lowes
L&T
tech mahindra
hsbc
uber
mercedes
mahindra
american express
capgemini
medlife
infosys
tata power

Our alumni are working in over 3100+ companies

Learner Testimonials

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Vatsala Vaddiraju

Ex - Lead programming analyst

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Videos provided are very clear in terms of content coverage and quality. Assignments and quizzes helped me understand the topics better. We have been given several channels to approach the program office, which I appreciate a lot. I am enjoying my first step towards Great Learning!

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Akshay Gangumalla

Retail Sales & Marketing Associate

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Having worked in the technology profiles, I have always wanted to be involved in a Data Science program. Great Learning has provided me with the perfect platform to build on my career with access to a well-designed and comprehensive curriculum, faculty, along with supportive management. It's been a refreshing experience.

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Rimjhim Kakkar

Teacher-Partner

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I am enrolled with the Great Learning for Software Engineering in Data Science Course, offered by IIIT Hyderabad, and it has been a wonderful experience so far. The team is pragmatic and the course content comprehensive, with highly qualified mentors who possess rich experience in the relevant field. Thus altogether an awesome experience.

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N Venkata Surya Bharadwaj

B.Tech Graduate, Fresher

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Understanding the concepts from the basics up till the end has been absolutely great for me as a beginner. I would strongly recommend this course for non-technical professionals too. Mentoring sessions are great where I got hands-on experience, also the mentors are very supportive and friendly. I'm happy with this program and look forward to growing professionally.

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